AI Consensus Fit Review

ADT for Remote Caregiver Visibility and Alerts - AI Consensus Fit Review

ADT is a good but mixed fit for Remote Caregiver Visibility & Alerts.

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home-safetyPublished by Aging in Place Index to support informed aging-in-place decisions.

Answer Capsule

ADT is a good but mixed fit for Remote Caregiver Visibility & Alerts. Four of seven AI platforms (Anthropic, DeepSeek, Grok, OpenAI) named ADT during the ranking stage, giving it a 57% platform share with an average listed rank of 4.5 and a best rank of 2. The strongest reason to consider ADT is its combination of 24/7 professional monitoring, cellular backup, Google Nest camera integration, and documented multi-user app roles (Admin, Standard, Trusted Neighbor) that let caregivers monitor remotely. The main limitation is the absence of caregiver-specific features: no dedicated caregiver app, no activity or inactivity tracking, no wellness check-ins, and no role-based alert customization for care coordination. ADT is security-centric, not care-centric, and professionally installed plans typically require 36-month contracts with early termination fees.

Research Snapshot

MetricValue
Platform mentions in ranking stage4 of 7 platforms (Anthropic, DeepSeek, Grok, OpenAI)
Share of included platform responses57.1%
Average listed rank4.5
Best listed rank2 (Grok)
Final rank4
Fit ratings by platformGrok: strong; OpenAI, DeepSeek, Google: good; Anthropic, Kimi: mixed; Perplexity: uncertain
Relevant product/planADT Pro Install with ADT+ app, Google Nest Cams, and Complete Monitoring; ADT Blu Pro-Protect with video as lower-commitment alternative
Overall use-case fitGood for emergency response and remote video; weak for wellness monitoring and caregiver coordination
Research date2026-08-12

Why ADT Qualified for This Study

ADT qualified because it appeared in the ranking stage of the Remote Caregiver Visibility & Alerts study, named by four of seven AI platforms evaluating home security systems for family caregivers. The platforms identified ADT as a candidate based on its professional monitoring infrastructure, camera and sensor integration, multi-user app access, and emergency dispatch capabilities. The recommended configurations included the ADT Command & Control Kit with Video & Monitoring plan, ADT Pro Install with Google Nest Cams, ADT Secure Home Package, and ADT+ Smart or Complete Monitoring plans [1].

The Product, Model, Plan, or Service Most Relevant to Remote Caregiver Visibility & Alerts

The most relevant configuration is ADT Pro Install with the ADT+ app, Google Nest cameras, and Complete Monitoring [6]. This setup provides:

  • ADT+ app with remote arm/disarm, live camera viewing, and event history [6]
  • Multi-user roles: Primary, Admin, Standard, and Trusted Neighbor users with distinct permissions [8]
  • Google Nest Cam integration with motion detection, facial recognition, and intelligent alerts [12]
  • 24/7 professional monitoring with six U.S.-based centers and cellular backup [6]
  • Environmental sensors: smoke, CO, heat, water, and temperature detection [15]

A lower-commitment alternative is ADT Blu Pro-Protect with video at $34.99–$37.99/month, which offers month-to-month terms, multi-user roles, live feeds, camera motion alerts, 30-day event history, and object detection [17].

What the AI Platforms Agreed About

Strong agreement: Professional monitoring and emergency response are ADT's core strength

All platforms that rated ADT as "good" or "strong" cited its 24/7 professional monitoring as the primary advantage. ADT operates six company-operated, U.S.-based monitoring centers that are not outsourced, with automatic failover capability [19]. Independent testing data shows monitoring response times averaging around 20 seconds [21]. ADT states that monitoring agents can contact the customer and, if unreachable, request police or emergency dispatch [19].

Strong agreement: Camera and sensor integration supports remote visibility

All platforms confirmed ADT integrates Google Nest cameras with motion detection and facial recognition, plus door/window, motion, smoke/CO, heat, water, and temperature sensors [23]. The ADT+ app provides live camera feeds, arm/disarm status, and alarm event history [27]. Complete Monitoring adds live camera viewing and video verification [26].

Strong agreement: Multi-user app access exists but is security-oriented

ADT Blu documentation states multiple users can be added with unique user codes and Master, Admin, or Standard roles [28]. The ADT+ app allows the primary account holder to designate Admin, Standard, and Trusted Neighbor users, with Admins able to view live feeds, manage media, and configure notifications [29]. However, multiple platforms noted this is designed for home security control, not caregiver-specific role management [31].

Strong agreement: Cellular and battery backup provide resilience

ADT states alarm events can use cellular backup when Wi-Fi is disconnected, and the base and sensors have battery backup for several hours during power outages [19]. Dual communication paths (Wi-Fi + cellular) ensure system resilience [33].

Majority agreement: Professional installation reduces setup burden

ADT Pro Install includes professional technician installation, which benefits caregivers managing remote setup for aging parents [34]. ADT Blu offers DIY installation with in-app guidance and 24/7 chat support [28].

Where the AI Platforms Disagreed or Were Uncertain

Disagreement: Overall fit rating

Platforms split on whether ADT is a strong, good, or mixed fit:

  • Grok rated ADT "strong," citing multi-user roles, real-time alerts, Nest Cam integration, and 24/7 professional monitoring [39].
  • OpenAI, DeepSeek, and Google rated ADT "good," noting strengths in monitoring and video but flagging unclear caregiver permissions and contract costs [43].
  • Anthropic and Kimi rated ADT "mixed," emphasizing the lack of caregiver-specific features like activity tracking, inactivity alerts, and wellness check-ins [46].
  • Perplexity rated ADT "uncertain," stating the provided evidence did not verify caregiver-specific features, pricing, or terms [50].

Disagreement: Whether ADT has caregiver features at all

Anthropic cited multiple independent sources confirming ADT has not created a dedicated caregiver app for its conventional medical alert systems [46]. Kimi similarly found no evidence of ADT offering integrated medication reminders, missed-dose alerts, or vitals monitoring [49]. However, ADT's own marketing content mentions "caregiving" support, focusing on life safety monitoring [51]. This marketing-versus-product conflict was explicitly flagged by Anthropic.

Disagreement: Pricing and contract terms

Pricing varied significantly across sources:

  • OpenAI's public ADT pages listed Secure Monitoring at $24.99/month, Smart at $29.99/month, and Complete at $39.99/month, plus minimum equipment spends of $269–$369 [53].
  • Anthropic cited Pro Install monitoring at $49.99–$59.99/month and ADT Blu professional monitoring at $24.99–$34.99/month [54].
  • Google cited Smart Home Pro Install at $49.99/month, Video & Smart Home Pro Install at $57.99/month, and Self-Setup Complete at $44.99/month [56].
  • DeepSeek noted ADT does not publish official pricing and requires quotes [44].
  • Kimi estimated $45–$60+/month for comparable professionally monitored systems [49].

Disagreement: Contract length

OpenAI's ADT terms page states professionally installed systems may require a 36-month contract, with California terms at 24 months, and early termination may result in a charge of 75% of remaining monthly service charges [58]. Anthropic confirmed 36-month contracts for Pro Install (24-month in California) [59]. Google added that cancellations typically incur early termination fees of up to 75% of remaining contract value [57]. ADT Blu self-setup plans are month-to-month with no long-term contract [60].

Uncertainty: Emergency contact routing

OpenAI noted ADT states professional monitoring is required for ADT to notify emergency contacts or services on the buyer's behalf [58]. Anthropic found monitoring center operators determine whether to contact pre-designated caregivers or call 911 directly, with no evidence of caregiver-configurable escalation rules [61]. Google found ADT SMART Monitoring sends simultaneous alerts to primary users and designated emergency contacts before dispatch [63]. Kimi noted it is unconfirmed whether ADT can simultaneously alert designated caregivers during emergency verification before dispatch [49].

Use-Case-Specific Features and Capabilities

Multi-user app access and permissioning

ADT+ app supports Primary, Admin, Standard, and Trusted Neighbor user roles [64]. Standard users can be invited with individual 4-digit codes and customizable app notifications [65]. Trusted Neighbor enables custom permissions for cameras, door locks, and arming status via the ADT+ app [66]. ADT Blu supports Master, Admin, or Standard roles [67]. However, caregiver-specific permission tiers (e.g., view-only vs. full control, emergency contact vs. notification-only) are not prominently documented [68].

Alert customization

ADT SMART Monitoring sends alerts to emergency contacts and caregivers, aiding in quick confirmation or assistance for seniors [69]. Camera-enabled plans advertise motion alerts, object detection, and Intelligent Alert or video verification [70]. However, the available alert rules, notification schedules, and caregiver-specific routing are not fully specified on public plan pages [70]. ADT lacks custom alert thresholds such as "alert if bathroom motion is not detected by 9 AM" [72].

Camera and sensor integration

ADT integrates Google Nest Cams and Nest Doorbells directly into the ADT+ ecosystem, allowing caregivers to view live feeds, use two-way talk, and check sensor statuses [69]. Nest Aware is included with video packages [73]. Sensors include door/window, motion, smoke/CO, heat, water, and temperature [74].

Emergency contact routing

ADT SMART Monitoring allows simultaneous alerts to primary users and designated emergency contacts before dispatching emergency services [69]. ADT states monitoring agents can contact the customer and, if unreachable, request police or emergency dispatch [70]. Professional monitoring is required for ADT to notify emergency contacts or services [76]. The exact contact-order configuration and local dispatch procedures should be verified [70].

Privacy controls

ADT uses Data Lockbox to store video clips with access restricted to authorized users [77]. Video verification requires explicit permission; clips are stored securely and can only be accessed by the site owner in non-emergency scenarios [78]. Google Nest cameras offer privacy features including indicator lights and physical shutters on some models [68]. However, ADT has no documented "caregiver privacy mode" or senior-controlled visibility toggles [68].

Monitoring center reliability

ADT operates six company-operated, U.S.-based, 24/7 monitoring centers that are not outsourced [70]. Independent testing shows monitoring response times average around 20 seconds [80]. This is a company claim regarding scale; independently verified response-time data was not established in all sources [70].

Setup support

ADT Pro Install includes professional technician installation [81]. ADT Blu offers DIY installation with in-app guidance and 24/7 chat support [67]. Professional installation reduces setup burden for older adults but introduces scheduling dependency and higher upfront costs [68].

Pricing, Fees, Contracts, and Ongoing Costs

Known costs (platform-reported, varying by source)

PlanMonthly CostEquipment Minimum
Secure Monitoring$24.99/month$269
Smart Monitoring$29.99/month$299
Complete Monitoring$39.99/month$369
ADT Blu Pro-Protect with video$34.99–$37.99/month$699 (before promotions)
Smart Home Pro Install$49.99/monthVaries
Video & Smart Home Pro Install$57.99–$59.99/monthVaries
Self-Setup Complete$44.99/monthVaries
ADT Medical Alert Basic$31.99/month + $99 activationN/A

[84]

Contract and cancellation terms

  • Professionally installed systems: 36-month monitoring contract required; 24-month in California [89].
  • Early termination: Up to 75% of remaining monthly service charges [89].
  • ADT Blu self-setup: Month-to-month, no long-term contract, cancellation or plan changes allowed anytime [91].
  • ADT Health Medical Alert: No long-term contract required [92].

Additional fees

  • Quality Service Plan: optional, starting at $8/month [89]
  • Optional medical alert fall detection: +$11.00/month [88]
  • Additional medical pendants: $14.99 each [88]
  • Professional installation, taxes, additional devices, financing charges [89]
  • Google Nest Aware subscription: 30 days included with some plans; additional cloud storage available [93]

Pricing confidence

Pricing confidence is moderate to low across platforms. ADT does not publish transparent pricing for all configurations; quotes require direct consultation [94]. Public pages show different prices, equipment minimums, package names, and contract structures across professionally installed and ADT Blu/self-setup channels [89].

Best Suited For

ADT is best suited for family caregivers who:

  • Prioritize 24/7 professional monitoring that can contact emergency services when an alarm is triggered [96]
  • Want remote arm/disarm control, live camera access, and environmental sensors in one app [96]
  • Value professional installation to reduce setup burden for an aging parent [99]
  • Need cellular alarm-event backup during Wi-Fi or power outages [96]
  • Are already invested in the Google Nest ecosystem and want professional monitoring backup [102]
  • Need multi-user access with documented roles like Admin, Standard, and Trusted Neighbor [104]

Probably Not Best Suited For

ADT is probably not best suited for caregivers who need:

  • Purpose-built wellness checks, fall detection, medication reminders, or two-way elder-care coordination [106]
  • Activity-based alerts or inactivity monitoring (e.g., "no bathroom motion detected by 10 AM") [110]
  • A dedicated caregiver app with family-friendly interfaces and coordination tools [107]
  • Granular multi-user alert customization with role-based permissions for different caregiver responsibilities [110]
  • Low-cost, self-monitored camera systems without recurring professional-monitoring fees [106]
  • Month-to-month flexibility without long-term contracts [113]
  • Passive, non-camera behavioral monitoring (sleep, toileting, meal patterns) that preserves senior privacy [111]

When Another Option May Be Better

  • Choose a lower-cost self-monitored camera platform when the caregiver mainly needs remote video and notifications rather than professional dispatch [117].
  • Choose a dedicated medical-alert or aging-in-place service when fall detection, emergency pendants, two-way voice response, or wellness checks are primary requirements [117].
  • Choose a flexible self-install security provider when avoiding installation appointments, long contracts, or higher equipment costs is more important than ADT's professional monitoring network [117].
  • Choose passive monitoring platforms like StackCare ($75/month, $150 sign-up) or Cairegiver ($29/month, no contract) when non-camera behavioral monitoring is preferred [120].
  • Choose low-cost no-contract options like Cairegiver ($29/month) or Nomo Smart Care ($19.99/month after trial) when monthly cost is the priority [121].
  • Choose senior wearables with fall detection and GPS like Nomo Smart Care or Connected Caregiver Safety+ ($40/month) when mobility tracking is needed [120].
  • Choose privacy-preserving local AI like PriviCare (~$189/year hub) when camera-based monitoring creates privacy friction [121].

Questions to Verify Before Buying

  1. Which exact equipment package, base station, cameras, sensors, and ADT+ version will be installed at the parent's address? [122]
  2. Can the caregiver receive separate push, SMS, email, or phone alerts, and can alerts be customized by device, event type, time, and recipient? [122]
  3. What user roles and permissions are available to caregivers, and can a caregiver view cameras without receiving arm/disarm authority? [122]
  4. What is the precise emergency-contact sequence, how many contacts can be listed, and when will ADT contact emergency services? [122]
  5. Does the selected plan include video verification, live viewing, event history, object detection, and any required Nest subscription? [125]
  6. What still works during Wi-Fi loss or a power outage, especially live video, recordings, two-way audio, and caregiver notifications? [122]
  7. Is professional monitoring available at the parent's address, and are there local permit, false-alarm, or dispatch requirements? [122]
  8. What are the installation charge, equipment total, monthly monitoring price, taxes, optional QSP fee, financing terms, and promotional expiration conditions? [127]
  9. Is the agreement month-to-month or 36 months, and what exact early-cancellation amount would apply? [127]
  10. How are camera recordings, alarm-event data, caregiver access, and ADT verification access controlled, retained, and deleted? [122]
  11. Are the proposed equipment and hub fully compatible with the new ADT+ app rather than the legacy ADT Control app? [123]
  12. Can a standalone ADT Health medical pendant be monitored alongside the home security system under a single contract, or do they require separate plans? [130]

Final AI Consensus Verdict

ADT is a good, but not unequivocally strong, fit for Remote Caregiver Visibility & Alerts. The consensus across AI platforms is that ADT excels at what it is designed for—24/7 professional monitoring, emergency dispatch, camera and sensor integration, and multi-user app access—but lacks the caregiver-specific features that would make it a purpose-built solution for elder care coordination.

The strongest case for ADT is a professionally installed system with the ADT+ app, Google Nest cameras, and Complete Monitoring. This configuration provides remote arm/disarm, live video viewing, documented multi-user roles (Admin, Standard, Trusted Neighbor), cellular backup, and professional monitoring that can contact emergency services. For families whose primary concern is physical security and coordinated emergency response, ADT is a reliable choice.

The main reasons to downgrade ADT from a strong fit are: no dedicated caregiver app, no activity or inactivity tracking, no wellness check-ins, no role-based alert customization for care coordination, unclear caregiver-specific permission details, inconsistent public pricing and package information, and potentially expensive 36-month professionally installed contracts. ADT is security-centric, not care-centric.

For families needing ongoing visibility into an aging parent's daily activities, movement patterns, and wellness, purpose-built caregiver platforms with activity tracking, medication reminders, inactivity alerts, and family coordination tools would be significantly better matches. ADT is strong if the primary need is 24/7 professional emergency response with video verification; it is weak if the primary need is remote caregiver coordination and wellness visibility [132].

For a broader comparison of providers, see the Remote Caregiver Visibility & Alerts consensus index. You can also explore other options in the home safety category directory.

How This Review Was Produced

This review was produced by aggregating fit-research responses from seven AI platforms (Anthropic, DeepSeek, Google, Grok, Kimi, OpenAI, and Perplexity) that evaluated ADT for the Remote Caregiver Visibility & Alerts use case. Each platform assessed ADT against category criteria including multi-user app access, alert customization, camera/sensor integration, emergency contact routing, privacy controls, monitoring center reliability, and setup support. The research date for this study is 2026-08-12. Platform responses were collected and normalized, with citations preserved from each platform's supplied sources.

Methodology Limitations

  • Platform-reported research dates differ: DeepSeek's response is dated 2026-04-12, while all other platforms and the authoritative run date are 2026-08-12. This date discrepancy is a methodology limitation [136].
  • Platform mentions vs. fit evaluations: All seven platforms evaluated ADT's fit, but only four platforms (Anthropic, DeepSeek, Grok, OpenAI) named ADT during the ranking discovery stage. Platform mentions count only platforms that named the entity during ranking.
  • Conflicting product names and pricing: ADT public pages show different monitoring prices, equipment minimums, package names, and contract structures across professionally installed and ADT Blu/self-setup channels. These conflicts were not resolved by guessing; buyers should verify current offerings directly [137].
  • Company claims vs. independent evidence: ADT's claims about monitoring-center scale and reliability are company claims. Independently verified response-time data was established in one source [139] but not consistently across all sources.
  • Unvalidated URLs: The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
  • Perplexity's limited evidence: Perplexity's response relied on a single general product-market-fit source and did not verify ADT-specific caregiver features, pricing, or terms [140].
  • AI agreement does not prove product quality: Agreement among AI platforms reflects consistency in evaluating available evidence, not independent verification of ADT's performance or outcomes.

Sources

Company-Owned Sources

  • Cairegiver | Health Care Software | USA: https://cairegiver.ai/
  • StackCare | Passive Monitoring System for Caregivers: https://myconnectedcaregiver.com/product/stackcare/
  • When caregiving gets hard, ADT technology can help soften the edges: https://newsroom.adt.com/adt-health/when-caregiving-gets-hard-adt-technology-can-help-soften-the-edges
  • ADT Official Website: https://www.adt.com/
  • ADT Monitoring Plans and Self-Setup Options: https://www.adt.com/blu/monitoring?productDetails=adt-base
  • ADT 24/7 Professional Home Security Monitoring: https://www.adt.com/cf/mono/monitoring/
  • Home Security Monitoring Plans & Home Security Services: https://www.adt.com/monitoring-plans-security-services
  • Google Nest Aware Subscriptions: https://www.adt.com/products/google-nest-aware
  • Additional AI research evidence140 records
    1. AI research evidence record openai:c2
    2. AI research evidence record openai:c3
    3. AI research evidence record anthropic:c2
    4. AI research evidence record grok:c4
    5. AI research evidence record deepseek:c1
    6. AI research evidence record openai:c2
    7. AI research evidence record openai:c3
    8. AI research evidence record google:c1
    9. AI research evidence record google:c5
    10. AI research evidence record anthropic:c19
    11. AI research evidence record google:c2
    12. AI research evidence record anthropic:c7
    13. AI research evidence record grok:c3
    14. AI research evidence record anthropic:c14
    15. AI research evidence record anthropic:c8
    16. AI research evidence record anthropic:c9
    17. AI research evidence record openai:c1
    18. AI research evidence record openai:c5
    19. AI research evidence record openai:c2
    20. AI research evidence record anthropic:c14
    21. AI research evidence record anthropic:c15
    22. AI research evidence record openai:c4
    23. AI research evidence record anthropic:c7
    24. AI research evidence record anthropic:c8
    25. AI research evidence record anthropic:c9
    26. AI research evidence record openai:c3
    27. AI research evidence record anthropic:c19
    28. AI research evidence record openai:c1
    29. AI research evidence record google:c1
    30. AI research evidence record google:c2
    31. AI research evidence record anthropic:c2
    32. AI research evidence record anthropic:c3
    33. AI research evidence record anthropic:c16
    34. AI research evidence record anthropic:c17
    35. AI research evidence record deepseek:c1
    36. AI research evidence record kimi:c1
    37. AI research evidence record openai:c5
    38. AI research evidence record anthropic:c18
    39. AI research evidence record grok:c1
    40. AI research evidence record grok:c2
    41. AI research evidence record grok:c3
    42. AI research evidence record grok:c4
    43. AI research evidence record openai:c2
    44. AI research evidence record deepseek:c1
    45. AI research evidence record google:c1
    46. AI research evidence record anthropic:c4
    47. AI research evidence record anthropic:c5
    48. AI research evidence record anthropic:c6
    49. AI research evidence record kimi:c1
    50. AI research evidence record perplexity:c1
    51. AI research evidence record anthropic:c8
    52. AI research evidence record anthropic:c21
    53. AI research evidence record openai:c3
    54. AI research evidence record anthropic:c2
    55. AI research evidence record anthropic:c9
    56. AI research evidence record google:c6
    57. AI research evidence record google:c7
    58. AI research evidence record openai:c4
    59. AI research evidence record anthropic:c22
    60. AI research evidence record openai:c5
    61. AI research evidence record anthropic:c10
    62. AI research evidence record anthropic:c11
    63. AI research evidence record google:c3
    64. AI research evidence record google:c1
    65. AI research evidence record google:c2
    66. AI research evidence record google:c5
    67. AI research evidence record openai:c1
    68. AI research evidence record kimi:c1
    69. AI research evidence record google:c3
    70. AI research evidence record openai:c2
    71. AI research evidence record openai:c3
    72. AI research evidence record anthropic:c19
    73. AI research evidence record grok:c3
    74. AI research evidence record anthropic:c8
    75. AI research evidence record anthropic:c9
    76. AI research evidence record openai:c4
    77. AI research evidence record anthropic:c12
    78. AI research evidence record anthropic:c13
    79. AI research evidence record anthropic:c14
    80. AI research evidence record anthropic:c15
    81. AI research evidence record anthropic:c17
    82. AI research evidence record openai:c5
    83. AI research evidence record anthropic:c18
    84. AI research evidence record openai:c3
    85. AI research evidence record openai:c1
    86. AI research evidence record google:c6
    87. AI research evidence record google:c7
    88. AI research evidence record google:c8
    89. AI research evidence record openai:c4
    90. AI research evidence record anthropic:c22
    91. AI research evidence record openai:c5
    92. AI research evidence record google:c9
    93. AI research evidence record anthropic:c2
    94. AI research evidence record deepseek:c1
    95. AI research evidence record kimi:c1
    96. AI research evidence record openai:c2
    97. AI research evidence record anthropic:c14
    98. AI research evidence record anthropic:c19
    99. AI research evidence record anthropic:c17
    100. AI research evidence record deepseek:c1
    101. AI research evidence record anthropic:c16
    102. AI research evidence record kimi:c1
    103. AI research evidence record google:c5
    104. AI research evidence record google:c1
    105. AI research evidence record google:c2
    106. AI research evidence record openai:c2
    107. AI research evidence record anthropic:c4
    108. AI research evidence record anthropic:c5
    109. AI research evidence record anthropic:c6
    110. AI research evidence record anthropic:c19
    111. AI research evidence record kimi:c1
    112. AI research evidence record deepseek:c1
    113. AI research evidence record openai:c4
    114. AI research evidence record anthropic:c22
    115. AI research evidence record kimi:c2
    116. AI research evidence record kimi:c3
    117. AI research evidence record openai:c2
    118. AI research evidence record anthropic:c4
    119. AI research evidence record deepseek:c1
    120. AI research evidence record kimi:c2
    121. AI research evidence record kimi:c3
    122. AI research evidence record openai:c2
    123. AI research evidence record google:c1
    124. AI research evidence record anthropic:c10
    125. AI research evidence record openai:c3
    126. AI research evidence record grok:c3
    127. AI research evidence record openai:c4
    128. AI research evidence record anthropic:c22
    129. AI research evidence record anthropic:c12
    130. AI research evidence record google:c8
    131. AI research evidence record google:c9
    132. AI research evidence record anthropic:c4
    133. AI research evidence record anthropic:c5
    134. AI research evidence record anthropic:c6
    135. AI research evidence record kimi:c1
    136. AI research evidence record deepseek:c1
    137. AI research evidence record openai:c4
    138. AI research evidence record openai:c5
    139. AI research evidence record anthropic:c15
    140. AI research evidence record perplexity:c1

Independent Sources

Verify this research

Review the study details behind this page or download the public machine-readable verification record.

Study date
Aug 12, 2026
Platforms analyzed
7
Source records
33
Ranking mentions
4 of 7
Platform share
57%
Final consensus rank
#4

Research trail and source mix

Platforms

openai, anthropic, deepseek, grok, perplexity, kimi, google

Source mix

19 independent · 14 company-owned

Evidence support

32 direct · 1 partial

Important limitation

Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.

Source snapshot SHA-256 f05081224c9c3a80ddf5649a95d2c0f5083cb87ce7e12b774f0338394f054aa4